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  • Transformer Layer Output Formula

Sequence Ordering

A computational model processes an initial input matrix, H0H^0H0, through three sequential layers. Arrange the following hidden state matrices in the order they are generated.

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Updated 2025-10-03

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  • An initial input matrix, denoted as H0H^0H0, is processed sequentially through three computational layers: Layer1\text{Layer}_1Layer1​, Layer2\text{Layer}_2Layer2​, and Layer3\text{Layer}_3Layer3​. Which expression correctly calculates the output matrix of Layer2\text{Layer}_2Layer2​?

  • A computational model processes an initial input matrix, H0H^0H0, through three sequential layers. Arrange the following hidden state matrices in the order they are generated.

  • In a multi-layer computational model, the output of the fifth layer is a matrix of hidden states denoted as H5H^5H5. This matrix serves as the input to the sixth layer, which has a transformation function represented as Layer6\text{Layer}_6Layer6​. The output of this sixth layer, H6H^6H6, is calculated by the formula: H^6 = \text{____}.

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